Dataset info
| Number of variables | 39 |
|---|---|
| Number of observations | 710 |
| Missing cells | 12259 (44.3%) |
| Duplicate rows | 26 (3.7%) |
| Total size in memory | 211.6 KiB |
| Average record size in memory | 305.2 B |
Variables types
| Numeric | 18 |
|---|---|
| Categorical | 14 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 1 |
Warnings
| Dataset has 26 (3.7%) duplicate rows | Warning |
abre_fin_de_semana has 325 (45.8%) missing values | Missing |
cadena_frio has 409 (57.6%) missing values | Missing |
cant_carga has 423 (59.6%) missing values | Missing |
cant_merma has 52 (7.3%) zeros | Zeros |
cant_merma has 424 (59.7%) missing values | Missing |
cant_sku has 417 (58.7%) missing values | Missing |
distance_to_market has 586 (82.5%) missing values | Missing |
geometry is an unsupported type, check if it needs cleaning or further analysis | Warning |
gps_altitude has 393 (55.4%) missing values | Missing |
hora_apertura_fin_de_semana has 473 (66.6%) missing values | Missing |
hora_apertura_semana has 324 (45.6%) missing values | Missing |
hora_cierre_fin_de_semana has 476 (67.0%) missing values | Missing |
hora_cierre_semana has 325 (45.8%) missing values | Missing |
horario_atencion_igual has 369 (52.0%) missing values | Missing |
index_right2 has 421 (59.3%) missing values | Missing |
lugar_principal has 437 (61.5%) missing values | Missing |
motivo_no_oferta has 495 (69.7%) missing values | Missing |
motivo_no_oferta_other has a high cardinality: 58 distinct values | Warning |
motivo_no_oferta_other has 634 (89.3%) missing values | Missing |
motivo_si_oferta has 501 (70.6%) missing values | Missing |
motivo_si_oferta_other has 659 (92.8%) missing values | Missing |
NSE07 has 484 (68.2%) missing values | Missing |
num_entregas_fv has 235 (33.1%) zeros | Zeros |
num_entregas_fv has 417 (58.7%) missing values | Missing |
num_entregas_general has 95 (13.4%) zeros | Zeros |
num_entregas_general has 128 (18.0%) missing values | Missing |
num_lugares has 403 (56.8%) missing values | Missing |
num_personas has 303 (42.7%) missing values | Missing |
num_recojos_fv has 9 (1.3%) zeros | Zeros |
num_recojos_fv has 416 (58.6%) missing values | Missing |
num_recojos_general has 147 (20.7%) zeros | Zeros |
num_recojos_general has 151 (21.3%) missing values | Missing |
num_viajes_lugar_principal has 429 (60.4%) missing values | Missing |
superficie_bodega has 138 (19.4%) missing values | Missing |
vehiculo_recojo has 431 (60.7%) missing values | Missing |
vehiculo_recojo_other has 688 (96.9%) missing values | Missing |
venta_frutas has 90 (12.7%) missing values | Missing |
venta_verduras has 90 (12.7%) missing values | Missing |
abre_fin_de_semana
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 45.8% |
| Missing (n) | 325 |
| yes | |
|---|---|
| no | 37 |
| (Missing) |
| Value | Count | Frequency (%) | |
| yes | 348 | 49.0% | |
| no | 37 | 5.2% | |
| (Missing) | 325 | 45.8% |
cadena_frio
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 57.6% |
| Missing (n) | 409 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 171 | 24.1% | |
| 1 | 130 | 18.3% | |
| (Missing) | 409 | 57.6% |
cant_carga
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 7.2% |
| Missing (%) | 59.6% |
| Missing (n) | 423 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 63.40069686 |
|---|---|
| Minimum | 1 |
| Maximum | 2220 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 15 |
| Median | 30 |
| Q3 | 60 |
| 95-th percentile | 200 |
| Maximum | 2220 |
| Range | 2219 |
| Interquartile range | 45 |
Descriptive statistics
| Standard deviation | 156.1082299 |
|---|---|
| Coef of variation | 2.462247856 |
| Kurtosis | 130.3027647 |
| Mean | 63.40069686 |
| MAD | 59.01572193 |
| Skewness | 10.12549838 |
| Sum | 18196 |
| Variance | 24369.77944 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 20 | 33 | 4.6% | |
| 30 | 28 | 3.9% | |
| 10 | 25 | 3.5% | |
| 50 | 25 | 3.5% | |
| 40 | 17 | 2.4% | |
| 5 | 16 | 2.3% | |
| 80 | 12 | 1.7% | |
| 25 | 10 | 1.4% | |
| 70 | 10 | 1.4% | |
| 60 | 10 | 1.4% | |
| Other values (40) | 101 | 14.2% | |
| (Missing) | 423 | 59.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.3% | |
| 2 | 5 | 0.7% | |
| 3 | 3 | 0.4% | |
| 4 | 2 | 0.3% | |
| 5 | 16 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2220 | 1 | 0.1% | |
| 800 | 1 | 0.1% | |
| 700 | 1 | 0.1% | |
| 500 | 1 | 0.1% | |
| 400 | 2 | 0.3% |
cant_merma
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 59.7% |
| Missing (n) | 424 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.633916084 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros (%) | 7.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 15 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 6.93441355 |
|---|---|
| Coef of variation | 1.908248124 |
| Kurtosis | 55.89658516 |
| Mean | 3.633916084 |
| MAD | 3.560071397 |
| Skewness | 6.214173486 |
| Sum | 1039.3 |
| Variance | 48.08609128 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 1 | 59 | 8.3% | |
| 2 | 53 | 7.5% | |
| 0 | 52 | 7.3% | |
| 3 | 27 | 3.8% | |
| 5 | 25 | 3.5% | |
| 0.5 | 16 | 2.3% | |
| 10 | 15 | 2.1% | |
| 4 | 9 | 1.3% | |
| 15 | 7 | 1.0% | |
| 20 | 4 | 0.6% | |
| Other values (13) | 19 | 2.7% | |
| (Missing) | 424 | 59.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 52 | 7.3% | |
| 0.25 | 2 | 0.3% | |
| 0.5 | 16 | 2.3% | |
| 0.8 | 1 | 0.1% | |
| 1 | 59 | 8.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 34 | 1 | 0.1% | |
| 30 | 2 | 0.3% | |
| 20 | 4 | 0.6% |
cant_sku
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 5.6% |
| Missing (%) | 58.7% |
| Missing (n) | 417 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.49488055 |
|---|---|
| Minimum | 1 |
| Maximum | 60 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 12 |
| Q3 | 20 |
| 95-th percentile | 35 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 10.25517616 |
|---|---|
| Coef of variation | 0.7075033235 |
| Kurtosis | 1.5084195 |
| Mean | 14.49488055 |
| MAD | 8.144299875 |
| Skewness | 1.199860802 |
| Sum | 4247 |
| Variance | 105.1686381 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) | |
| 6 | 29 | 4.1% | |
| 10 | 28 | 3.9% | |
| 15 | 25 | 3.5% | |
| 20 | 24 | 3.4% | |
| 12 | 20 | 2.8% | |
| 5 | 20 | 2.8% | |
| 8 | 19 | 2.7% | |
| 4 | 13 | 1.8% | |
| 7 | 11 | 1.5% | |
| 30 | 10 | 1.4% | |
| Other values (29) | 94 | 13.2% | |
| (Missing) | 417 | 58.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 6 | 0.8% | |
| 2 | 3 | 0.4% | |
| 3 | 9 | 1.3% | |
| 4 | 13 | 1.8% | |
| 5 | 20 | 2.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 60 | 1 | 0.1% | |
| 50 | 2 | 0.3% | |
| 44 | 1 | 0.1% | |
| 42 | 2 | 0.3% | |
| 40 | 1 | 0.1% |
dist_2closest_mkt
Numeric
| Distinct count | 674 |
|---|---|
| Unique (%) | 94.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 645.4389254 |
|---|---|
| Minimum | 5.59212409 |
| Maximum | 2846.175811 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.59212409 |
|---|---|
| 5-th percentile | 40.26376036 |
| Q1 | 186.6040664 |
| Median | 441.6470624 |
| Q3 | 1029.5366 |
| 95-th percentile | 1786.961363 |
| Maximum | 2846.175811 |
| Range | 2840.583687 |
| Interquartile range | 842.9325334 |
Descriptive statistics
| Standard deviation | 590.4886373 |
|---|---|
| Coef of variation | 0.9148636906 |
| Kurtosis | 1.126362177 |
| Mean | 645.4389254 |
| MAD | 474.6532794 |
| Skewness | 1.235003395 |
| Sum | 458261.637 |
| Variance | 348676.8308 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 5.59212409 99.6271141 524.59208753 714.74515645 724.1363875 1160.48662059 1410.88802441 1582.7103671 2846.17581109], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 719.5478029 | 3 | 0.4% | |
| 186.7263036 | 3 | 0.4% | |
| 468.527212 | 3 | 0.4% | |
| 721.4419197 | 3 | 0.4% | |
| 381.2444277 | 2 | 0.3% | |
| 698.3626867 | 2 | 0.3% | |
| 654.7039117 | 2 | 0.3% | |
| 530.971663 | 2 | 0.3% | |
| 575.2001504 | 2 | 0.3% | |
| 522.4624776 | 2 | 0.3% | |
| Other values (664) | 686 | 96.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.59212409 | 1 | 0.1% | |
| 5.684518688 | 1 | 0.1% | |
| 8.214619459 | 1 | 0.1% | |
| 9.225136619 | 1 | 0.1% | |
| 11.64385456 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2846.175811 | 1 | 0.1% | |
| 2824.995864 | 1 | 0.1% | |
| 2772.24222 | 1 | 0.1% | |
| 2498.281442 | 1 | 0.1% | |
| 2482.7303 | 1 | 0.1% |
distance_to_market
Numeric
| Distinct count | 58 |
|---|---|
| Unique (%) | 8.2% |
| Missing (%) | 82.5% |
| Missing (n) | 586 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8891.251516 |
|---|---|
| Minimum | 1112.057572 |
| Maximum | 27689.07235 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1112.057572 |
|---|---|
| 5-th percentile | 3701.142324 |
| Q1 | 4170.237317 |
| Median | 8467.204586 |
| Q3 | 11095.73603 |
| 95-th percentile | 17661.05405 |
| Maximum | 27689.07235 |
| Range | 26577.01478 |
| Interquartile range | 6925.498718 |
Descriptive statistics
| Standard deviation | 4768.66929 |
|---|---|
| Coef of variation | 0.5363327403 |
| Kurtosis | 0.9362602912 |
| Mean | 8891.251516 |
| MAD | 3761.992405 |
| Skewness | 0.8430949477 |
| Sum | 1102515.188 |
| Variance | 22740206.8 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 12230.42245 | 11 | 1.5% | |
| 9876.823238 | 9 | 1.3% | |
| 4232.258826 | 9 | 1.3% | |
| 3984.172788 | 9 | 1.3% | |
| 11095.73603 | 9 | 1.3% | |
| 3701.142324 | 9 | 1.3% | |
| 9877.8467 | 9 | 1.3% | |
| 3751.439769 | 9 | 1.3% | |
| 17661.05405 | 2 | 0.3% | |
| 10539.44326 | 1 | 0.1% | |
| Other values (47) | 47 | 6.6% | |
| (Missing) | 586 | 82.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1112.057572 | 1 | 0.1% | |
| 1527.196537 | 1 | 0.1% | |
| 2608.067391 | 1 | 0.1% | |
| 2709.315871 | 1 | 0.1% | |
| 3701.142324 | 9 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27689.07235 | 1 | 0.1% | |
| 17715.59118 | 1 | 0.1% | |
| 17712.72492 | 1 | 0.1% | |
| 17711.26348 | 1 | 0.1% | |
| 17690.08401 | 1 | 0.1% |
distrito
Categorical
| Distinct count | 15 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| VILLA EL SALVADOR | |
|---|---|
| SAN JUAN DE LURIGANCHO | |
| SURQUILLO | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| VILLA EL SALVADOR | 197 | 27.7% | |
| SAN JUAN DE LURIGANCHO | 106 | 14.9% | |
| SURQUILLO | 101 | 14.2% | |
| SAN MIGUEL | 84 | 11.8% | |
| BARRANCO | 50 | 7.0% | |
| SANTIAGO DE SURCO | 50 | 7.0% | |
| SAN ISIDRO | 46 | 6.5% | |
| ATE | 37 | 5.2% | |
| LA MOLINA | 13 | 1.8% | |
| CHORRILLOS | 10 | 1.4% | |
| Other values (5) | 16 | 2.3% |
| Max length | 22 |
|---|---|
| Mean length | 13.57183099 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
geometry
Unsupported
This variable is an unsupported type, check if it needs cleaning or further analysis
| Unsupported value |
|---|
gps_altitude
Numeric
| Distinct count | 288 |
|---|---|
| Unique (%) | 40.6% |
| Missing (%) | 55.4% |
| Missing (n) | 393 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 164.483524 |
|---|---|
| Minimum | 0 |
| Maximum | 413 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30.91869229 |
| Q1 | 99.52615547 |
| Median | 135.8818834 |
| Q3 | 255.0827637 |
| 95-th percentile | 330.1749756 |
| Maximum | 413 |
| Range | 413 |
| Interquartile range | 155.5566082 |
Descriptive statistics
| Standard deviation | 94.61683972 |
|---|---|
| Coef of variation | 0.5752359713 |
| Kurtosis | -0.8525742578 |
| Mean | 164.483524 |
| MAD | 81.98158981 |
| Skewness | 0.4786390672 |
| Sum | 52141.27712 |
| Variance | 8952.346358 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.7% | |
| 73.59548078 | 3 | 0.4% | |
| 73.5955658 | 3 | 0.4% | |
| 73.17258453 | 3 | 0.4% | |
| 27 | 3 | 0.4% | |
| 143 | 2 | 0.3% | |
| 272.5209961 | 2 | 0.3% | |
| 31 | 2 | 0.3% | |
| 72.48208008 | 2 | 0.3% | |
| 271.6 | 2 | 0.3% | |
| Other values (277) | 290 | 40.8% | |
| (Missing) | 393 | 55.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.7% | |
| 11 | 1 | 0.1% | |
| 12.0680343 | 1 | 0.1% | |
| 14.15347063 | 1 | 0.1% | |
| 20 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 413 | 1 | 0.1% | |
| 395 | 1 | 0.1% | |
| 377 | 1 | 0.1% | |
| 372 | 1 | 0.1% | |
| 362 | 1 | 0.1% |
hora_apertura_fin_de_semana
Categorical
| Distinct count | 29 |
|---|---|
| Unique (%) | 4.1% |
| Missing (%) | 66.6% |
| Missing (n) | 473 |
| 08:00:00 | 91 |
|---|---|
| 07:00:00 | 34 |
| 09:00:00 | 28 |
| Other values (25) | 84 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 08:00:00 | 91 | 12.8% | |
| 07:00:00 | 34 | 4.8% | |
| 09:00:00 | 28 | 3.9% | |
| 06:00:00 | 16 | 2.3% | |
| 07:30:00 | 15 | 2.1% | |
| 08:30:00 | 12 | 1.7% | |
| 10:00:00 | 11 | 1.5% | |
| 09:30:00 | 6 | 0.8% | |
| 06:30:00 | 5 | 0.7% | |
| 18:30:00 | 1 | 0.1% | |
| Other values (18) | 18 | 2.5% | |
| (Missing) | 473 | 66.6% |
| Max length | 8 |
|---|---|
| Mean length | 5.335211268 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_apertura_semana
Categorical
| Distinct count | 36 |
|---|---|
| Unique (%) | 5.1% |
| Missing (%) | 45.6% |
| Missing (n) | 324 |
| 08:00:00 | |
|---|---|
| 07:00:00 | |
| 06:00:00 | 43 |
| Other values (32) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 08:00:00 | 94 | 13.2% | |
| 07:00:00 | 93 | 13.1% | |
| 06:00:00 | 43 | 6.1% | |
| 09:00:00 | 38 | 5.4% | |
| 06:30:00 | 29 | 4.1% | |
| 07:30:00 | 27 | 3.8% | |
| 08:30:00 | 12 | 1.7% | |
| 10:00:00 | 11 | 1.5% | |
| 09:30:00 | 5 | 0.7% | |
| 09:18:00 | 3 | 0.4% | |
| Other values (25) | 31 | 4.4% | |
| (Missing) | 324 | 45.6% |
| Max length | 8 |
|---|---|
| Mean length | 6.174647887 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_cierre_fin_de_semana
Categorical
| Distinct count | 39 |
|---|---|
| Unique (%) | 5.5% |
| Missing (%) | 67.0% |
| Missing (n) | 476 |
| 22:00:00 | 46 |
|---|---|
| 23:00:00 | 29 |
| 21:00:00 | 27 |
| Other values (35) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 22:00:00 | 46 | 6.5% | |
| 23:00:00 | 29 | 4.1% | |
| 21:00:00 | 27 | 3.8% | |
| 18:00:00 | 18 | 2.5% | |
| 22:30:00 | 15 | 2.1% | |
| 20:00:00 | 15 | 2.1% | |
| 21:30:00 | 11 | 1.5% | |
| 19:00:00 | 10 | 1.4% | |
| 16:00:00 | 8 | 1.1% | |
| 17:00:00 | 8 | 1.1% | |
| Other values (28) | 47 | 6.6% | |
| (Missing) | 476 | 67.0% |
| Max length | 8 |
|---|---|
| Mean length | 5.318309859 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_cierre_semana
Categorical
| Distinct count | 38 |
|---|---|
| Unique (%) | 5.4% |
| Missing (%) | 45.8% |
| Missing (n) | 325 |
| 22:00:00 | |
|---|---|
| 23:00:00 | 59 |
| 21:00:00 | 57 |
| Other values (34) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 22:00:00 | 92 | 13.0% | |
| 23:00:00 | 59 | 8.3% | |
| 21:00:00 | 57 | 8.0% | |
| 20:00:00 | 43 | 6.1% | |
| 19:00:00 | 19 | 2.7% | |
| 22:30:00 | 17 | 2.4% | |
| 21:30:00 | 15 | 2.1% | |
| 17:00:00 | 8 | 1.1% | |
| 09:00:00 | 7 | 1.0% | |
| 18:00:00 | 7 | 1.0% | |
| Other values (27) | 61 | 8.6% | |
| (Missing) | 325 | 45.8% |
| Max length | 8 |
|---|---|
| Mean length | 6.169014085 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
horario_atencion_igual
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 52.0% |
| Missing (n) | 369 |
| yes | |
|---|---|
| no | |
| (Missing) |
| Value | Count | Frequency (%) | |
| yes | 238 | 33.5% | |
| no | 103 | 14.5% | |
| (Missing) | 369 | 52.0% |
in_food_desert
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 530 | 74.6% | |
| True | 180 | 25.4% |
index_right
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.94647887 |
|---|---|
| Minimum | 1 |
| Maximum | 41 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 15 |
| Median | 15 |
| Q3 | 34 |
| 95-th percentile | 39 |
| Maximum | 41 |
| Range | 40 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 11.80853163 |
|---|---|
| Coef of variation | 0.5380604194 |
| Kurtosis | -1.502003182 |
| Mean | 21.94647887 |
| MAD | 11.06785955 |
| Skewness | 0.002826132597 |
| Sum | 15582 |
| Variance | 139.4414192 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[ 1. 2.5 11. 13.5 17.5 22. 28.5 34.5 41. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 15 | 197 | 27.7% | |
| 30 | 106 | 14.9% | |
| 34 | 101 | 14.2% | |
| 10 | 84 | 11.8% | |
| 39 | 50 | 7.0% | |
| 35 | 50 | 7.0% | |
| 4 | 46 | 6.5% | |
| 5 | 37 | 5.2% | |
| 40 | 13 | 1.8% | |
| 27 | 10 | 1.4% | |
| Other values (5) | 16 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.4% | |
| 4 | 46 | 6.5% | |
| 5 | 37 | 5.2% | |
| 10 | 84 | 11.8% | |
| 12 | 4 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41 | 3 | 0.4% | |
| 40 | 13 | 1.8% | |
| 39 | 50 | 7.0% | |
| 35 | 50 | 7.0% | |
| 34 | 101 | 14.2% |
index_right2
Numeric
| Distinct count | 214 |
|---|---|
| Unique (%) | 30.1% |
| Missing (%) | 59.3% |
| Missing (n) | 421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 67511.42561 |
|---|---|
| Minimum | 20742 |
| Maximum | 101453 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 20742 |
|---|---|
| 5-th percentile | 39843 |
| Q1 | 45594 |
| Median | 68653 |
| Q3 | 92153 |
| 95-th percentile | 100921.8 |
| Maximum | 101453 |
| Range | 80711 |
| Interquartile range | 46559 |
Descriptive statistics
| Standard deviation | 23140.999 |
|---|---|
| Coef of variation | 0.3427715944 |
| Kurtosis | -1.473689737 |
| Mean | 67511.42561 |
| MAD | 20375.72531 |
| Skewness | 0.2877923032 |
| Sum | 19510802 |
| Variance | 535505834.6 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 50062 | 7 | 1.0% | |
| 39843 | 6 | 0.8% | |
| 49914 | 5 | 0.7% | |
| 40580 | 4 | 0.6% | |
| 45063 | 4 | 0.6% | |
| 69206 | 4 | 0.6% | |
| 89397 | 4 | 0.6% | |
| 50123 | 3 | 0.4% | |
| 45050 | 3 | 0.4% | |
| 45621 | 3 | 0.4% | |
| Other values (203) | 246 | 34.6% | |
| (Missing) | 421 | 59.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 20742 | 1 | 0.1% | |
| 39424 | 1 | 0.1% | |
| 39429 | 1 | 0.1% | |
| 39457 | 1 | 0.1% | |
| 39478 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 101453 | 1 | 0.1% | |
| 101203 | 1 | 0.1% | |
| 101191 | 1 | 0.1% | |
| 101157 | 1 | 0.1% | |
| 101142 | 1 | 0.1% |
latitude
Numeric
| Distinct count | 672 |
|---|---|
| Unique (%) | 94.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -12.12453634 |
|---|---|
| Minimum | -12.30987 |
| Maximum | -11.96299 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -12.30987 |
|---|---|
| 5-th percentile | -12.236687 |
| Q1 | -12.2124013 |
| Median | -12.11794617 |
| Q3 | -12.07467053 |
| 95-th percentile | -12.00373975 |
| Maximum | -11.96299 |
| Range | 0.34688 |
| Interquartile range | 0.1377307671 |
Descriptive statistics
| Standard deviation | 0.07586258284 |
|---|---|
| Coef of variation | -0.00625694713 |
| Kurtosis | -1.084002916 |
| Mean | -12.12453634 |
| MAD | 0.0631103974 |
| Skewness | -0.05985296255 |
| Sum | -8608.420799 |
| Variance | 0.005755131475 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-12.30987 -12.24358 -12.2390301 -12.23591305 -12.22819405 ... -12.05304781 -12.01832101 -12.00506545 -12.0004924 -11.96299 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -12.0844795 | 3 | 0.4% | |
| -12.08141228 | 3 | 0.4% | |
| -12.08449664 | 3 | 0.4% | |
| -12.08974215 | 3 | 0.4% | |
| -12.08462159 | 2 | 0.3% | |
| -12.06454977 | 2 | 0.3% | |
| -12.08338561 | 2 | 0.3% | |
| -12.08129327 | 2 | 0.3% | |
| -12.07541092 | 2 | 0.3% | |
| -12.08443766 | 2 | 0.3% | |
| Other values (662) | 686 | 96.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -12.30987 | 1 | 0.1% | |
| -12.2559 | 1 | 0.1% | |
| -12.25303 | 1 | 0.1% | |
| -12.2438 | 1 | 0.1% | |
| -12.24336 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -11.96299 | 1 | 0.1% | |
| -12.0003189 | 1 | 0.1% | |
| -12.0006659 | 1 | 0.1% | |
| -12.0009736 | 1 | 0.1% | |
| -12.0011036 | 1 | 0.1% |
longitude
Numeric
| Distinct count | 673 |
|---|---|
| Unique (%) | 94.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -76.99713899 |
|---|---|
| Minimum | -77.10409281 |
| Maximum | -76.84148 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -77.10409281 |
|---|---|
| 5-th percentile | -77.08212465 |
| Q1 | -77.02481142 |
| Median | -76.9892991 |
| Q3 | -76.95763 |
| 95-th percentile | -76.93869342 |
| Maximum | -76.84148 |
| Range | 0.2626128088 |
| Interquartile range | 0.0671814118 |
Descriptive statistics
| Standard deviation | 0.04692318124 |
|---|---|
| Coef of variation | -0.0006094146075 |
| Kurtosis | -0.5430277061 |
| Mean | -76.99713899 |
| MAD | 0.03912525362 |
| Skewness | -0.3951927361 |
| Sum | -54667.96868 |
| Variance | 0.002201784937 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-77.10409281 -77.08755798 -77.08699415 -77.08287404 -77.07576439 ... -76.95712612 -76.9468027 -76.9379185 -76.917175 -76.84148 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -77.07961634 | 3 | 0.4% | |
| -77.07961592 | 3 | 0.4% | |
| -77.07826013 | 3 | 0.4% | |
| -77.09521584 | 3 | 0.4% | |
| -77.07536984 | 2 | 0.3% | |
| -77.0733659 | 2 | 0.3% | |
| -77.07777243 | 2 | 0.3% | |
| -77.08360657 | 2 | 0.3% | |
| -77.10409281 | 2 | 0.3% | |
| -77.08259169 | 2 | 0.3% | |
| Other values (663) | 686 | 96.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -77.10409281 | 2 | 0.3% | |
| -77.10392766 | 1 | 0.1% | |
| -77.10350219 | 1 | 0.1% | |
| -77.10298855 | 1 | 0.1% | |
| -77.10291915 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -76.84148 | 1 | 0.1% | |
| -76.8797 | 1 | 0.1% | |
| -76.88047 | 1 | 0.1% | |
| -76.91594 | 1 | 0.1% | |
| -76.91841 | 1 | 0.1% |
lugar_principal
Categorical
| Distinct count | 29 |
|---|---|
| Unique (%) | 4.1% |
| Missing (%) | 61.5% |
| Missing (n) | 437 |
| Mercado Mayorista Plaza Unicachi Sur | 82 |
|---|---|
| Mercado de Frutas | 53 |
| Gran Mercado Mayorista De Lima | 37 |
| Other values (25) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Mercado Mayorista Plaza Unicachi Sur | 82 | 11.5% | |
| Mercado de Frutas | 53 | 7.5% | |
| Gran Mercado Mayorista De Lima | 37 | 5.2% | |
| Mercado Minorista - La Parada | 34 | 4.8% | |
| Mercado Vencedores | 14 | 2.0% | |
| Mercado Barranco | 8 | 1.1% | |
| Mercado San Miguel | 5 | 0.7% | |
| Mercado de Surquillo | 5 | 0.7% | |
| Mercado Central | 4 | 0.6% | |
| Mercado de Frutas de San Luis | 4 | 0.6% | |
| Other values (18) | 27 | 3.8% | |
| (Missing) | 437 | 61.5% |
| Max length | 36 |
|---|---|
| Mean length | 12.77464789 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_no_oferta
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 69.7% |
| Missing (n) | 495 |
| Las FyVs se malogran | 81 |
|---|---|
| Los clientes no piden FyVs | 55 |
| Cercanía de otros locales que ofrecen FyVs | 52 |
| Other values (4) | 27 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Las FyVs se malogran | 81 | 11.4% | |
| Los clientes no piden FyVs | 55 | 7.7% | |
| Cercanía de otros locales que ofrecen FyVs | 52 | 7.3% | |
| No tiene los medios para abastecerse | 22 | 3.1% | |
| Las FyVs son muy caras | 2 | 0.3% | |
| 1 | 2 | 0.3% | |
| No tiene tiempo | 1 | 0.1% | |
| (Missing) | 495 | 69.7% |
| Max length | 42 |
|---|---|
| Mean length | 11.36197183 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
motivo_no_oferta_other
Categorical
| Distinct count | 58 |
|---|---|
| Unique (%) | 8.2% |
| Missing (%) | 89.3% |
| Missing (n) | 634 |
| Cercanía al mercado | 10 |
|---|---|
| Mercado cerca | 3 |
| Rotacion lenta | 3 |
| Other values (54) | 60 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Cercanía al mercado | 10 | 1.4% | |
| Mercado cerca | 3 | 0.4% | |
| Rotacion lenta | 3 | 0.4% | |
| Poco espacio | 2 | 0.3% | |
| Espacio | 2 | 0.3% | |
| No hay espacio | 2 | 0.3% | |
| No combina vender frutas y verduras con panes y embutidos | 2 | 0.3% | |
| No es su especialidad | 2 | 0.3% | |
| Dificultad para abastecerse | 2 | 0.3% | |
| No es de su interés vender f y v | 1 | 0.1% | |
| Other values (47) | 47 | 6.6% | |
| (Missing) | 634 | 89.3% |
| Max length | 67 |
|---|---|
| Mean length | 6.383098592 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_si_oferta
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 70.6% |
| Missing (n) | 501 |
| Los clientes piden FyVs | |
|---|---|
| Es fácil adquirir FyVs | 26 |
| No hay otros sitios cerca que ofrezcan FyVs | 5 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Los clientes piden FyVs | 178 | 25.1% | |
| Es fácil adquirir FyVs | 26 | 3.7% | |
| No hay otros sitios cerca que ofrezcan FyVs | 5 | 0.7% | |
| (Missing) | 501 | 70.6% |
| Max length | 43 |
|---|---|
| Mean length | 9.697183099 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_si_oferta_other
Categorical
| Distinct count | 44 |
|---|---|
| Unique (%) | 6.2% |
| Missing (%) | 92.8% |
| Missing (n) | 659 |
| Para surtir el negocio | 4 |
|---|---|
| para surtir el negocio | 3 |
| Alto margen | 2 |
| Other values (40) | 42 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Para surtir el negocio | 4 | 0.6% | |
| para surtir el negocio | 3 | 0.4% | |
| Alto margen | 2 | 0.3% | |
| Porque trabaja con su amigo | 2 | 0.3% | |
| Ya tiene clientes fijos | 2 | 0.3% | |
| Por mayor consumo de plátano. | 1 | 0.1% | |
| Parasurtir negocio | 1 | 0.1% | |
| Para que la bodega sea surtida | 1 | 0.1% | |
| Por la temporada escolar | 1 | 0.1% | |
| Ser el primero en la zona en traer frutas y verduras | 1 | 0.1% | |
| Other values (33) | 33 | 4.6% | |
| (Missing) | 659 | 92.8% |
| Max length | 58 |
|---|---|
| Mean length | 5.736619718 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
NSE07
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 68.2% |
| Missing (n) | 484 |
| MA | 81 |
|---|---|
| ME | 67 |
| MB | 36 |
| Other values (2) | 42 |
| (Missing) |
| Value | Count | Frequency (%) | |
| MA | 81 | 11.4% | |
| ME | 67 | 9.4% | |
| MB | 36 | 5.1% | |
| AL | 34 | 4.8% | |
| BA | 8 | 1.1% | |
| (Missing) | 484 | 68.2% |
| Max length | 4 |
|---|---|
| Mean length | 3.363380282 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
num_entregas_fv
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 58.7% |
| Missing (n) | 417 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4982935154 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 33.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.243139577 |
|---|---|
| Coef of variation | 4.501643123 |
| Kurtosis | 193.1299957 |
| Mean | 0.4982935154 |
| MAD | 0.7993104171 |
| Skewness | 12.78961143 |
| Sum | 146 |
| Variance | 5.03167516 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 0 | 235 | 33.1% | |
| 1 | 31 | 4.4% | |
| 2 | 11 | 1.5% | |
| 3 | 7 | 1.0% | |
| 4 | 5 | 0.7% | |
| 5 | 2 | 0.3% | |
| 7 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| (Missing) | 417 | 58.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 235 | 33.1% | |
| 1 | 31 | 4.4% | |
| 2 | 11 | 1.5% | |
| 3 | 7 | 1.0% | |
| 4 | 5 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 5 | 2 | 0.3% | |
| 4 | 5 | 0.7% | |
| 3 | 7 | 1.0% |
num_entregas_general
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 3.7% |
| Missing (%) | 18.0% |
| Missing (n) | 128 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.231958763 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros (%) | 13.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 15 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 6.051085672 |
|---|---|
| Coef of variation | 1.429854592 |
| Kurtosis | 15.35144683 |
| Mean | 4.231958763 |
| MAD | 3.446646828 |
| Skewness | 3.622499535 |
| Sum | 2463 |
| Variance | 36.61563781 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) | |
| 2 | 103 | 14.5% | |
| 3 | 98 | 13.8% | |
| 0 | 95 | 13.4% | |
| 1 | 73 | 10.3% | |
| 4 | 62 | 8.7% | |
| 5 | 32 | 4.5% | |
| 6 | 29 | 4.1% | |
| 7 | 25 | 3.5% | |
| 10 | 12 | 1.7% | |
| 35 | 8 | 1.1% | |
| Other values (15) | 45 | 6.3% | |
| (Missing) | 128 | 18.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 95 | 13.4% | |
| 1 | 73 | 10.3% | |
| 2 | 103 | 14.5% | |
| 3 | 98 | 13.8% | |
| 4 | 62 | 8.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 38 | 1 | 0.1% | |
| 35 | 8 | 1.1% | |
| 32 | 1 | 0.1% |
num_lugares
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 56.8% |
| Missing (n) | 403 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.540716612 |
|---|---|
| Minimum | 0 |
| Maximum | 63 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 63 |
| Range | 63 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 3.592949269 |
|---|---|
| Coef of variation | 2.331998786 |
| Kurtosis | 282.3139664 |
| Mean | 1.540716612 |
| MAD | 0.8131863468 |
| Skewness | 16.48045879 |
| Sum | 473 |
| Variance | 12.90928445 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 1 | 228 | 32.1% | |
| 2 | 61 | 8.6% | |
| 3 | 8 | 1.1% | |
| 4 | 5 | 0.7% | |
| 5 | 2 | 0.3% | |
| 63 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 0 | 1 | 0.1% | |
| (Missing) | 403 | 56.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 228 | 32.1% | |
| 2 | 61 | 8.6% | |
| 3 | 8 | 1.1% | |
| 4 | 5 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 63 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 5 | 2 | 0.3% | |
| 4 | 5 | 0.7% | |
| 3 | 8 | 1.1% |
num_personas
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 42.7% |
| Missing (n) | 303 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.997542998 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.183837734 |
|---|---|
| Coef of variation | 0.5926469346 |
| Kurtosis | 7.63244527 |
| Mean | 1.997542998 |
| MAD | 0.7647012659 |
| Skewness | 2.251551641 |
| Sum | 813 |
| Variance | 1.401471781 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 2 | 157 | 22.1% | |
| 1 | 156 | 22.0% | |
| 3 | 66 | 9.3% | |
| 4 | 15 | 2.1% | |
| 8 | 4 | 0.6% | |
| 5 | 4 | 0.6% | |
| 7 | 3 | 0.4% | |
| 6 | 2 | 0.3% | |
| (Missing) | 303 | 42.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 156 | 22.0% | |
| 2 | 157 | 22.1% | |
| 3 | 66 | 9.3% | |
| 4 | 15 | 2.1% | |
| 5 | 4 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 4 | 0.6% | |
| 7 | 3 | 0.4% | |
| 6 | 2 | 0.3% | |
| 5 | 4 | 0.6% | |
| 4 | 15 | 2.1% |
num_recojos_fv
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 58.6% |
| Missing (n) | 416 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.69047619 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 1.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.000710909 |
|---|---|
| Coef of variation | 0.7436270635 |
| Kurtosis | 0.3110786613 |
| Mean | 2.69047619 |
| MAD | 1.58649174 |
| Skewness | 1.111665177 |
| Sum | 791 |
| Variance | 4.002844141 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 93 | 13.1% | |
| 2 | 75 | 10.6% | |
| 3 | 48 | 6.8% | |
| 7 | 25 | 3.5% | |
| 6 | 20 | 2.8% | |
| 4 | 16 | 2.3% | |
| 0 | 9 | 1.3% | |
| 5 | 7 | 1.0% | |
| 10 | 1 | 0.1% | |
| (Missing) | 416 | 58.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9 | 1.3% | |
| 1 | 93 | 13.1% | |
| 2 | 75 | 10.6% | |
| 3 | 48 | 6.8% | |
| 4 | 16 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 7 | 25 | 3.5% | |
| 6 | 20 | 2.8% | |
| 5 | 7 | 1.0% | |
| 4 | 16 | 2.3% |
num_recojos_general
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 21.3% |
| Missing (n) | 151 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.801431127 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 20.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.962442545 |
|---|---|
| Coef of variation | 1.089379725 |
| Kurtosis | 2.195904335 |
| Mean | 1.801431127 |
| MAD | 1.463570585 |
| Skewness | 1.562907742 |
| Sum | 1007 |
| Variance | 3.851180744 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 1 | 180 | 25.4% | |
| 0 | 147 | 20.7% | |
| 2 | 97 | 13.7% | |
| 3 | 54 | 7.6% | |
| 7 | 25 | 3.5% | |
| 4 | 21 | 3.0% | |
| 6 | 19 | 2.7% | |
| 5 | 12 | 1.7% | |
| 10 | 3 | 0.4% | |
| 8 | 1 | 0.1% | |
| (Missing) | 151 | 21.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 147 | 20.7% | |
| 1 | 180 | 25.4% | |
| 2 | 97 | 13.7% | |
| 3 | 54 | 7.6% | |
| 4 | 21 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 3 | 0.4% | |
| 8 | 1 | 0.1% | |
| 7 | 25 | 3.5% | |
| 6 | 19 | 2.7% | |
| 5 | 12 | 1.7% |
num_viajes_lugar_principal
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 60.4% |
| Missing (n) | 429 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.800711744 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.243116341 |
|---|---|
| Coef of variation | 0.8009093925 |
| Kurtosis | 4.739014623 |
| Mean | 2.800711744 |
| MAD | 1.652132065 |
| Skewness | 1.953189052 |
| Sum | 787 |
| Variance | 5.03157092 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 1 | 92 | 13.0% | |
| 2 | 83 | 11.7% | |
| 3 | 38 | 5.4% | |
| 7 | 19 | 2.7% | |
| 4 | 19 | 2.7% | |
| 6 | 16 | 2.3% | |
| 5 | 8 | 1.1% | |
| 12 | 4 | 0.6% | |
| 8 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| (Missing) | 429 | 60.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 92 | 13.0% | |
| 2 | 83 | 11.7% | |
| 3 | 38 | 5.4% | |
| 4 | 19 | 2.7% | |
| 5 | 8 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.1% | |
| 12 | 4 | 0.6% | |
| 8 | 1 | 0.1% | |
| 7 | 19 | 2.7% | |
| 6 | 16 | 2.3% |
superficie_bodega
Numeric
| Distinct count | 39 |
|---|---|
| Unique (%) | 5.5% |
| Missing (%) | 19.4% |
| Missing (n) | 138 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.29195804 |
|---|---|
| Minimum | 1 |
| Maximum | 84 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| Median | 12 |
| Q3 | 20 |
| 95-th percentile | 54 |
| Maximum | 84 |
| Range | 83 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 16.59796809 |
|---|---|
| Coef of variation | 1.018782889 |
| Kurtosis | 4.701226463 |
| Mean | 16.29195804 |
| MAD | 11.53785637 |
| Skewness | 2.12939745 |
| Sum | 9319 |
| Variance | 275.4925447 |
| Memory size | 5.7 KiB |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) | |
| 6 | 89 | 12.5% | |
| 12 | 67 | 9.4% | |
| 4 | 58 | 8.2% | |
| 9 | 37 | 5.2% | |
| 16 | 35 | 4.9% | |
| 15 | 25 | 3.5% | |
| 1 | 25 | 3.5% | |
| 2 | 23 | 3.2% | |
| 8 | 22 | 3.1% | |
| 20 | 20 | 2.8% | |
| Other values (28) | 171 | 24.1% | |
| (Missing) | 138 | 19.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 25 | 3.5% | |
| 2 | 23 | 3.2% | |
| 3 | 3 | 0.4% | |
| 4 | 58 | 8.2% | |
| 5 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 84 | 1 | 0.1% | |
| 81 | 10 | 1.4% | |
| 72 | 7 | 1.0% | |
| 64 | 2 | 0.3% | |
| 63 | 3 | 0.4% |
vehiculo_recojo
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 60.7% |
| Missing (n) | 431 |
| Taxi | |
|---|---|
| Carro particular | |
| Transporte publico | 36 |
| Other values (6) | 36 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Taxi | 106 | 14.9% | |
| Carro particular | 101 | 14.2% | |
| Transporte publico | 36 | 5.1% | |
| Carretilla | 16 | 2.3% | |
| Camion simple | 7 | 1.0% | |
| Otros | 6 | 0.8% | |
| Van | 5 | 0.7% | |
| Camion articulado | 1 | 0.1% | |
| No tiene | 1 | 0.1% | |
| (Missing) | 431 | 60.7% |
| Max length | 18 |
|---|---|
| Mean length | 6.666197183 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
vehiculo_recojo_other
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 96.9% |
| Missing (n) | 688 |
| mototaxi | 11 |
|---|---|
| Colectivo | 4 |
| moto | 3 |
| Other values (4) | 4 |
| (Missing) |
| Value | Count | Frequency (%) | |
| mototaxi | 11 | 1.5% | |
| Colectivo | 4 | 0.6% | |
| moto | 3 | 0.4% | |
| Distribuidor | 1 | 0.1% | |
| Caminando | 1 | 0.1% | |
| Bicicleta | 1 | 0.1% | |
| minivan | 1 | 0.1% | |
| (Missing) | 688 | 96.9% |
| Max length | 12 |
|---|---|
| Mean length | 4.121126761 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
venta_frutas
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 12.7% |
| Missing (n) | 90 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 323 | 45.5% | |
| 1 | 297 | 41.8% | |
| (Missing) | 90 | 12.7% |
venta_verduras
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 12.7% |
| Missing (n) | 90 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 367 | 51.7% | |
| 1 | 253 | 35.6% | |
| (Missing) | 90 | 12.7% |
ventaFyV
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| No vende frutas ni verduras | |
|---|---|
| Vende frutas y verduras | |
| Vende solo frutas | 66 |
| Value | Count | Frequency (%) | |
| No vende frutas ni verduras | 391 | 55.1% | |
| Vende frutas y verduras | 231 | 32.5% | |
| Vende solo frutas | 66 | 9.3% | |
| Vende solo verduras | 22 | 3.1% |
| Max length | 27 |
|---|---|
| Mean length | 24.52112676 |
| Min length | 17 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
First rows
| abre_fin_de_semana | cadena_frio | cant_carga | cant_merma | cant_sku | dist_2closest_mkt | distance_to_market | distrito | geometry | gps_altitude | hora_apertura_fin_de_semana | hora_apertura_semana | hora_cierre_fin_de_semana | hora_cierre_semana | horario_atencion_igual | in_food_desert | index_right | index_right2 | latitude | longitude | lugar_principal | motivo_no_oferta | motivo_no_oferta_other | motivo_si_oferta | motivo_si_oferta_other | NSE07 | num_entregas_fv | num_entregas_general | num_lugares | num_personas | num_recojos_fv | num_recojos_general | num_viajes_lugar_principal | superficie_bodega | vehiculo_recojo | vehiculo_recojo_other | venta_frutas | venta_verduras | ventaFyV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | None | 1.0 | 30.0 | 5.0 | 15.0 | 1127.519607 | 12230.422450 | SAN JUAN DE LURIGANCHO | POINT (-77.01987 -11.96299) | NaN | None | None | None | None | None | True | 30 | 20742.0 | -11.96299 | -77.01987 | Mercado Minorista - La Parada | None | None | None | None | None | 1.0 | 11.0 | 2.0 | NaN | 1.0 | 1.0 | 1.0 | 9.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 1 | None | 1.0 | 30.0 | 5.0 | 13.0 | 1244.469289 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.9768 -12.00862) | NaN | None | None | None | None | None | True | 30 | 69383.0 | -12.00862 | -76.97680 | Mercado Minorista - La Parada | None | None | None | None | ME | 1.0 | 11.0 | 2.0 | NaN | 1.0 | 1.0 | 1.0 | 9.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 2 | None | 1.0 | 35.0 | 2.0 | 12.0 | 1243.880937 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.97629000000001 -12.00912) | NaN | None | None | None | None | None | True | 30 | 69388.0 | -12.00912 | -76.97629 | Mercado Minorista - La Parada | None | None | None | None | ME | 35.0 | 35.0 | 1.0 | NaN | 2.0 | 2.0 | 2.0 | 16.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 3 | None | NaN | NaN | NaN | NaN | 1431.075633 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.97502 -12.00759) | NaN | None | None | None | None | None | True | 30 | NaN | -12.00759 | -76.97502 | None | Las FyVs se malogran | None | None | None | None | NaN | 20.0 | 0.0 | NaN | NaN | 1.0 | NaN | 9.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 4 | None | 1.0 | 20.0 | 0.5 | 13.0 | 2204.734733 | 12230.422450 | CHORRILLOS | POINT (-76.97933999999999 -12.22318) | NaN | None | None | None | None | None | True | 27 | 89397.0 | -12.22318 | -76.97934 | Mercado Mayorista Plaza Unicachi Sur | None | None | None | None | None | 0.0 | 4.0 | 1.0 | NaN | 1.0 | 2.0 | 3.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 5 | None | 1.0 | NaN | NaN | NaN | 1922.258891 | 12230.422450 | CHORRILLOS | POINT (-76.97573 -12.22196) | NaN | None | None | None | None | None | True | 27 | 89388.0 | -12.22196 | -76.97573 | None | No tiene tiempo | None | None | None | ME | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | 16.0 | No tiene | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 6 | None | 1.0 | 180.0 | 3.0 | 60.0 | 2012.354461 | 9876.823238 | CHORRILLOS | POINT (-76.97526000000001 -12.22297) | NaN | None | None | None | None | None | True | 27 | NaN | -12.22297 | -76.97526 | Mercado de Chorrillos | None | None | None | None | None | 0.0 | 4.0 | 1.0 | NaN | 3.0 | 3.0 | 3.0 | 20.0 | Otros | None | 1.0 | 0.0 | Vende solo frutas |
| 7 | None | NaN | NaN | NaN | NaN | 1979.368849 | 9877.846700 | CHORRILLOS | POINT (-76.97459000000001 -12.22285) | NaN | None | None | None | None | None | True | 27 | NaN | -12.22285 | -76.97459 | None | None | None | None | None | None | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | NaN | No vende frutas ni verduras |
| 8 | None | NaN | NaN | NaN | NaN | 2498.281442 | NaN | VILLA EL SALVADOR | POINT (-76.97404 -12.22778) | NaN | None | None | None | None | None | True | 15 | NaN | -12.22778 | -76.97404 | None | 1 | None | None | None | None | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 49.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 9 | None | NaN | NaN | NaN | NaN | 2464.663355 | 4232.258826 | VILLA EL SALVADOR | POINT (-76.97387999999999 -12.2275) | NaN | None | None | None | None | None | True | 15 | NaN | -12.22750 | -76.97388 | None | None | None | None | None | None | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | NaN | No vende frutas ni verduras |
Last rows
| abre_fin_de_semana | cadena_frio | cant_carga | cant_merma | cant_sku | dist_2closest_mkt | distance_to_market | distrito | geometry | gps_altitude | hora_apertura_fin_de_semana | hora_apertura_semana | hora_cierre_fin_de_semana | hora_cierre_semana | horario_atencion_igual | in_food_desert | index_right | index_right2 | latitude | longitude | lugar_principal | motivo_no_oferta | motivo_no_oferta_other | motivo_si_oferta | motivo_si_oferta_other | NSE07 | num_entregas_fv | num_entregas_general | num_lugares | num_personas | num_recojos_fv | num_recojos_general | num_viajes_lugar_principal | superficie_bodega | vehiculo_recojo | vehiculo_recojo_other | venta_frutas | venta_verduras | ventaFyV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 700 | None | NaN | NaN | NaN | NaN | 1357.811487 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.9859228 -12.0017935) | 315.0 | None | None | None | None | None | True | 30 | 69206.0 | -12.001793 | -76.985923 | None | Las FyVs se malogran | None | None | None | None | NaN | 2.0 | NaN | 1.0 | NaN | 2.0 | NaN | 6.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 701 | None | 1.0 | 60.0 | 10.0 | 21.0 | 1312.862408 | 10539.443264 | SAN JUAN DE LURIGANCHO | POINT (-76.98629529999999 -12.0019853) | NaN | None | None | None | None | None | True | 30 | 69206.0 | -12.001985 | -76.986295 | Gran Mercado Mayorista De Lima | None | None | Los clientes piden FyVs | None | None | 0.0 | 3.0 | 1.0 | NaN | 1.0 | 1.0 | 2.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 702 | None | 1.0 | 60.0 | 5.0 | 21.0 | 1317.636220 | 2608.067391 | SAN JUAN DE LURIGANCHO | POINT (-76.9862103 -12.0021199) | NaN | None | None | None | None | None | True | 30 | 69206.0 | -12.002120 | -76.986210 | Gran Mercado Mayorista De Lima | None | None | Los clientes piden FyVs | None | None | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras |
| 703 | None | NaN | NaN | NaN | NaN | 1340.556409 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.9861614 -12.0015669) | 259.0 | None | None | None | None | None | True | 30 | 69206.0 | -12.001567 | -76.986161 | None | Las FyVs se malogran | None | None | None | None | NaN | 0.0 | NaN | 1.0 | NaN | 6.0 | NaN | 6.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 704 | None | NaN | NaN | NaN | NaN | 1292.482671 | 2709.315871 | SAN JUAN DE LURIGANCHO | POINT (-76.9865405 -12.0018255) | 298.0 | None | None | None | None | None | True | 30 | NaN | -12.001826 | -76.986541 | None | Las FyVs se malogran | None | None | None | None | NaN | 0.0 | NaN | 1.0 | NaN | 6.0 | NaN | 6.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 705 | None | NaN | NaN | NaN | NaN | 1248.690035 | 1527.196537 | SAN JUAN DE LURIGANCHO | POINT (-76.9867927 -12.0023846) | 301.0 | None | None | None | None | None | True | 30 | NaN | -12.002385 | -76.986793 | None | Las FyVs se malogran | None | None | None | None | NaN | 6.0 | NaN | 1.0 | NaN | 2.0 | NaN | 6.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 706 | None | NaN | NaN | NaN | NaN | 1271.260966 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.986527 -12.0025803) | 343.0 | None | None | None | None | None | True | 30 | NaN | -12.002580 | -76.986527 | None | Las FyVs se malogran | None | None | None | None | NaN | 2.0 | NaN | 1.0 | NaN | 1.0 | NaN | 4.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 707 | None | NaN | NaN | NaN | NaN | 1250.701378 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.9866311 -12.0029613) | 305.0 | None | None | None | None | None | True | 30 | NaN | -12.002961 | -76.986631 | None | Las FyVs se malogran | None | None | None | None | NaN | 2.0 | NaN | 1.0 | NaN | 1.0 | NaN | 4.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 708 | None | NaN | NaN | NaN | NaN | 1186.656610 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.987365 -12.0024506) | 278.0 | None | None | None | None | None | True | 30 | 69200.0 | -12.002451 | -76.987365 | None | Los clientes no piden FyVs | None | None | None | None | NaN | 4.0 | NaN | 1.0 | NaN | 2.0 | NaN | 4.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |
| 709 | None | NaN | NaN | NaN | NaN | 1195.035417 | NaN | SAN JUAN DE LURIGANCHO | POINT (-76.9872053 -12.0027499) | 297.0 | None | None | None | None | None | True | 30 | NaN | -12.002750 | -76.987205 | None | Los clientes no piden FyVs | None | None | None | None | NaN | 4.0 | NaN | 1.0 | NaN | 2.0 | NaN | 4.0 | None | None | 0.0 | 0.0 | No vende frutas ni verduras |